Multiclass classification

Results: 118



#Item
91Receiver operating characteristic / Binary classification / Naive Bayes classifier / Classification rule / Multiclass classification / Classifier / Supervised learning / Statistics / Statistical classification / Machine learning

Optimizing Abstaining Classifiers using ROC Analysis Tadeusz Pietraszek IBM Zurich Research Laboratory, S¨aumerstrasse 4, CH-8803 R¨ uschlikon, Switzerland

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:16:13
92Statistical classification / Reinforcement learning / Q-learning / Markov decision process / Multiclass classification / Computational learning theory / Binary classification / Reinforcement / Learning classifier system / Statistics / Machine learning / Artificial intelligence

Relating Reinforcement Learning Performance to Classification Performance [removed] John Langford TTI-Chicago, 1427 E 60th Street, Chicago, IL[removed]USA

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:14:05
93Statistical classification / Learning / Supervised learning / Support vector machine / Multiclass classification / Active learning / Boosting methods for object categorization / Random subspace method / Statistics / Machine learning / Artificial intelligence

Active Learning for e-Rulemaking: Public Comment Categorization Stephen Purpura Claire Cardie

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Source URL: www.cs.cornell.edu

Language: English - Date: 2008-03-31 11:31:00
94Linear classifier / Multiclass classification / Naive Bayes classifier / Classifier / Decision boundary / Statistics / Statistical classification / Support vector machine

Journal of Machine Learning Research[removed]1492 Submitted 2/13; Revised 12/13; Published 4/14 Training Highly Multiclass Classifiers Maya R. Gupta

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Source URL: jmlr.org

Language: English - Date: 2014-05-21 13:01:00
95Machine learning / Naive Bayes classifier / Multiclass classification / Linear classifier / Document classification / Classification rule / Random naive Bayes / Averaged one-dependence estimators / Statistics / Statistical classification / Bayesian statistics

Tackling the Poor Assumptions of Naive Bayes Text Classifiers Jason D. M. Rennie [removed] Lawrence Shih [removed]

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Source URL: people.csail.mit.edu

Language: English - Date: 2003-07-07 07:12:57
96Artificial intelligence / Multiclass classification / Multi-label classification / Naive Bayes classifier / Learning classifier system / Classifier / K-nearest neighbor algorithm / Document classification / Support vector machine / Statistics / Statistical classification / Machine learning

Multi-Value Classification of Very Short Texts Andreas Heß, Philipp Dopichaj and Christian Maaß Lycos Europe GmbH, G¨ utersloh, Germany {andreas.hess,philipp.dopichaj,christian.maass}@lycos-europe.com

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Source URL: www.andreas-hess.info

Language: English - Date: 2009-08-03 17:00:44
97Artificial intelligence / Multi-label classification / Linear classifier / Multiclass classification / Classifier chains / Support vector machine / Structured SVM / K-nearest neighbor algorithm / Pattern recognition / Machine learning / Statistics / Statistical classification

Condensed Filter Tree for Cost-Sensitive Multi-Label Classification Chun-Liang Li R[removed]@ CSIE . NTU . EDU . TW Hsuan-Tien Lin HTLIN @ CSIE . NTU . EDU . TW Department of Computer Science and Information Engineering,

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Source URL: jmlr.org

Language: English - Date: 2014-02-16 19:30:21
98Learning / Statistical classification / Support vector machines / Perceptron / Stability / Feature selection / Feedforward neural network / Least squares support vector machine / Ranking SVM / Machine learning / Statistics / Neural networks

IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS—PART B: CYBERNETICS, VOL. 42, NO. 2, APRIL[removed]Extreme Learning Machine for Regression and Multiclass Classification

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Source URL: www3.ntu.edu.sg

Language: English - Date: 2012-03-15 21:51:12
99Bayesian statistics / Regression analysis / Naive Bayes classifier / Support vector machine / Multiclass classification / Calibration / Supervised learning / Binary classification / Cross-validation / Statistics / Statistical classification / Machine learning

Transforming Classifier Scores into Accurate Multiclass Probability Estimates Bianca Zadrozny and Charles Elkan Department of Computer Science and Engineering 0114 University of California, San Diego La Jolla, California

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Source URL: www.research.ibm.com

Language: English - Date: 2004-04-20 08:29:17
100Parts of speech / Classifier / Naive Bayes classifier / Blog / Multiclass classification / Stylometry / Support vector machine / Plagiarism detection / Binary classification / Statistics / Statistical classification / Machine learning

On the Feasibility of Internet-Scale Author Identification Draft. A version of this paper will appear at IEEE S&P[removed]Arvind Narayanan Hristo Paskov Neil Zhenqiang Gong

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Source URL: randomwalker.info

Language: English - Date: 2013-11-14 23:45:24
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